A multilayered convolutional sparse coding framework for modeling of pooling operation of convolution neural networks

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A multilayered convolutional sparse coding framework for modeling of pooling operation of convolution neural networks

Convolutional Sparse Coding (CSC) framework has been proposed recently to explain relation between Convolutional Neural Networks (CNNs) and sparse coding theory. The multilayered version of CSC(ML-CSC) is shown to be connected to forward pass of CNNs and dictionary learning and sparse coding algorit...

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Bibliographic Details
Main Authors:	, Abdul Wahid, Khan, Adnan Umar, , Mukhtarullah, Khan, Sheroz, Shah, Jawad
Format:	Proceeding Paper
Language:	English English
Published:	IEEE 2019
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/80454/ http://irep.iium.edu.my/80454/1/80454%20A%20Multilayered%20Convolutional%20Sparse%20Coding%20Framework.pdf http://irep.iium.edu.my/80454/2/80454%20A%20Multilayered%20Convolutional%20Sparse%20Coding%20Framework%20SCOPUS.pdf

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